Pandas Profiling Report

Dataset info

Number of variables	116
Number of observations	944
Missing cells	37530 (34.3%)
Duplicate rows	0 (0.0%)
Total size in memory	1.8 MiB
Average record size in memory	1.9 KiB

Variables types

BOOL	52
CAT	32
NUM	32

Toggle Reproduction Information

Reproduction info

Date of analysis	2020-01-21 12:51:56.387247
Version	pandas-profiling v2.4.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download Configuration	config.yaml

Toggle Warnings

Warnings

`abs_bas` has 86 (9.1%) missing values	Missing
`abs_bas` has 652 (69.1%) zeros	Zeros
`abs_eos` has 86 (9.1%) missing values	Missing
`abs_eos` has 112 (11.9%) zeros	Zeros
`abs_lym` has 86 (9.1%) missing values	Missing
`abs_lym` has 11 (1.2%) zeros	Zeros
`abs_mono` has 86 (9.1%) missing values	Missing
`abs_mono` has 142 (15.0%) zeros	Zeros
`abs_neut` has 86 (9.1%) missing values	Missing
`afs` has 27 (2.9%) missing values	Missing
`aml` has 27 (2.9%) missing values	Missing
`asxl1_vaf` has 723 (76.6%) missing values	Missing
`asxl1_vaf` has a high cardinality: 55 distinct values	Warning
`bas_%` has 719 (76.2%) zeros	Zeros
`bcor_vaf` has 906 (96.0%) missing values	Missing
`bcorl1_vaf` has 936 (99.2%) missing values	Missing
`bmbper` has 57 (6.0%) zeros	Zeros
`cbl_vaf` has 896 (94.9%) missing values	Missing
`cebpa_vaf` has 935 (99.0%) missing values	Missing
`cytogenetic` has a high cardinality: 279 distinct values	Warning
`cytoipssr` has 50 (5.3%) zeros	Zeros
`dataset_id` has constant value "mds"	Rejected
`dead` has 27 (2.9%) missing values	Missing
`df_index` has a high cardinality: 944 distinct values	Warning
`dnmt3a_vaf` has 822 (87.1%) missing values	Missing
`dnmt3a_vaf` has a high cardinality: 51 distinct values	Warning
`eos_%` has 127 (13.5%) zeros	Zeros
`etv6_vaf` has 922 (97.7%) missing values	Missing
`ezh2_vaf` has 892 (94.5%) missing values	Missing
`flt3_vaf` has 936 (99.2%) missing values	Missing
`gata2_vaf` has 937 (99.3%) missing values	Missing
`gnb1_vaf` has 939 (99.5%) missing values	Missing
`hgb` has 88 (9.3%) missing values	Missing
`id` has a high cardinality: 944 distinct values	Warning
`idh1_vaf` has 920 (97.5%) missing values	Missing
`idh2_vaf` has 907 (96.1%) missing values	Missing
`jak2_vaf` has 899 (95.2%) missing values	Missing
`kdm6a_vaf` has 935 (99.0%) missing values	Missing
`kit_vaf` has 936 (99.2%) missing values	Missing
`kras_vaf` has 920 (97.5%) missing values	Missing
`luc7l2_vaf` has 938 (99.4%) missing values	Missing
`lym_%` has 11 (1.2%) zeros	Zeros
`med12_vaf` has 942 (99.8%) missing values	Missing
`mono_%` has 159 (16.8%) zeros	Zeros
`mpl_vaf` has 916 (97.0%) missing values	Missing
`neut_%` has 86 (9.1%) missing values	Missing
`nf1_vaf` has 916 (97.0%) missing values	Missing
`notch1_vaf` has 935 (99.0%) missing values	Missing
`npm1_vaf` has 935 (99.0%) missing values	Missing
`nras_vaf` has 908 (96.2%) missing values	Missing
`os` has 27 (2.9%) missing values	Missing
`phf6_vaf` has 920 (97.5%) missing values	Missing
`plt` has 90 (9.5%) missing values	Missing
`prpf40b` has 933 (98.8%) missing values	Missing
`prpf40b_vaf` has 933 (98.8%) missing values	Missing
`prpf8_vaf` has 941 (99.7%) missing values	Missing
`ptpn11_vaf` has 932 (98.7%) missing values	Missing
`rad21_vaf` has 931 (98.6%) missing values	Missing
`runx1_vaf` has 845 (89.5%) missing values	Missing
`runx1_vaf` has a high cardinality: 58 distinct values	Warning
`sf3b1_vaf` has 633 (67.1%) missing values	Missing
`sf3b1_vaf` has a high cardinality: 52 distinct values	Warning
`smc3_vaf` has 928 (98.3%) missing values	Missing
`srsf2_vaf` has 779 (82.5%) missing values	Missing
`stag2_vaf` has 875 (92.7%) missing values	Missing
`stag2_vaf` has a high cardinality: 58 distinct values	Warning
`tet2_vaf` has 633 (67.1%) missing values	Missing
`tet2_vaf` has a high cardinality: 217 distinct values	Warning
`tp53_vaf` has 884 (93.6%) missing values	Missing
`tp53_vaf` has a high cardinality: 51 distinct values	Warning
`u2af1_vaf` has 871 (92.3%) missing values	Missing
`u2af2_vaf` has 937 (99.3%) missing values	Missing
`wbc` has 86 (9.1%) missing values	Missing
`wt1_vaf` has 939 (99.5%) missing values	Missing
`zrsr2_vaf` has 872 (92.4%) missing values	Missing
`zrsr2_vaf` has a high cardinality: 52 distinct values	Warning
`gnb1_vaf` is highly correlated with `age`	High Correlation
`age` is highly correlated with `gnb1_vaf` and 1 other fields	High Correlation
`idh2_vaf` is highly correlated with `cebpa_vaf` and 1 other fields	High Correlation
`cebpa_vaf` is highly correlated with `idh2_vaf`	High Correlation
`os` is highly correlated with `afs`	High Correlation
`afs` is highly correlated with `os`	High Correlation
`prpf8_vaf` is highly correlated with `abs_mono` and 6 other fields	High Correlation
`abs_mono` is highly correlated with `prpf8_vaf`	High Correlation
`hgb` is highly correlated with `prpf8_vaf` and 1 other fields	High Correlation
`mono_%` is highly correlated with `prpf8_vaf`	High Correlation
`normal` is highly correlated with `prpf8_vaf`	High Correlation
`plt` is highly correlated with `prpf8_vaf`	High Correlation
`rad21_vaf` is highly correlated with `idh2_vaf`	High Correlation
`sf3b1` is highly correlated with `prpf8_vaf`	High Correlation
`smc3_vaf` is highly correlated with `jak2_vaf`	High Correlation
`jak2_vaf` is highly correlated with `smc3_vaf`	High Correlation
`tet2` is highly correlated with `kdm6a_vaf`	High Correlation
`kdm6a_vaf` is highly correlated with `tet2`	High Correlation
`wbc` is highly correlated with `abs_neut`	High Correlation
`abs_neut` is highly correlated with `wbc`	High Correlation
`wt1_vaf` is highly correlated with `bmt` and 1 other fields	High Correlation
`bmt` is highly correlated with `wt1_vaf`	High Correlation

abs_bas
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct count	146
Unique (%)	15.5%
Missing	86
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	22.738519813519815
Minimum	0.0
Maximum	3750.0
Zeros	652
Zeros (%)	69.1%
Memory size	7.5 KiB

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	82.725
Maximum	3750
Range	3750
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	155.0983653
Coefficient of variation (CV)	6.820952578
Kurtosis	415.1780193
Mean	22.73851981
Median Absolute Deviation (MAD)	35.6103898
Skewness	18.74122616
Sum	19509.65
Variance	24055.50293

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	652	69.1%
27	5	0.5%
22.5	4	0.4%
13.5	4	0.4%
18.5	4	0.4%
12.5	4	0.4%
19	4	0.4%
13	4	0.4%
17.5	4	0.4%
24	4	0.4%
Other values (135)	169	17.9%
(Missing)	86	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	652	69.1%
4	1	0.1%
5	1	0.1%
7.5	1	0.1%
8	1	0.1%

Value	Count	Frequency (%)
3750	1	0.1%
1875	1	0.1%
880	1	0.1%
842	1	0.1%
540	1	0.1%

abs_eos
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct count	468
Unique (%)	49.6%
Missing	86
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	182.0565850815851
Minimum	0.0
Maximum	2775.0
Zeros	112
Zeros (%)	11.9%
Memory size	7.5 KiB

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	27
median	96.1
Q3	231
95-th percentile	600.3
Maximum	2775
Range	2775
Interquartile range (IQR)	204

Descriptive statistics

Standard deviation	283.3676254
Coefficient of variation (CV)	1.556481054
Kurtosis	24.36008317
Mean	182.0565851
Median Absolute Deviation (MAD)	168.159538
Skewness	4.166094284
Sum	156204.55
Variance	80297.21115

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	112	11.9%
16	6	0.6%
270	6	0.6%
24	6	0.6%
120	6	0.6%
27	6	0.6%
30	6	0.6%
96	5	0.5%
38	5	0.5%
14	5	0.5%
Other values (457)	695	73.6%
(Missing)	86	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	112	11.9%
3.5	1	0.1%
6	1	0.1%
7	2	0.2%
7.5	1	0.1%

Value	Count	Frequency (%)
2775	1	0.1%
2460.5	1	0.1%
2400	1	0.1%
1937.5	1	0.1%
1917	1	0.1%

abs_lym
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct count	606
Unique (%)	64.2%
Missing	86
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	522.2975524475524
Minimum	0.0
Maximum	12638.0
Zeros	11
Zeros (%)	1.2%
Memory size	7.5 KiB

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Quantile statistics

Minimum	0
5-th percentile	44.88
Q1	152.7
median	307.05
Q3	558.4375
95-th percentile	1507.535
Maximum	12638
Range	12638
Interquartile range (IQR)	405.7375

Descriptive statistics

Standard deviation	943.0823895
Coefficient of variation (CV)	1.805641985
Kurtosis	73.36190409
Mean	522.2975524
Median Absolute Deviation (MAD)	420.3252506
Skewness	7.544230647
Sum	448131.3
Variance	889404.3934

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	11	1.2%
180	9	1.0%
135	7	0.7%
120	5	0.5%
144	5	0.5%
510	5	0.5%
304	5	0.5%
117	4	0.4%
264	4	0.4%
392	4	0.4%
Other values (595)	799	84.6%
(Missing)	86	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.2%
15	1	0.1%
18	1	0.1%
19.5	1	0.1%
20	1	0.1%

Value	Count	Frequency (%)
12638	1	0.1%
10777	1	0.1%
9683	1	0.1%
8910	1	0.1%
7920	1	0.1%

abs_mono
Real number (ℝ_≥0)

MISSING
ZEROS
HIGH CORRELATION

Distinct count	459
Unique (%)	48.6%
Missing	86
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	207.7266317016317
Minimum	0.0
Maximum	6500.0
Zeros	142
Zeros (%)	15.0%
Memory size	7.5 KiB

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	23
median	77.45
Q3	184.075
95-th percentile	698.05
Maximum	6500
Range	6500
Interquartile range (IQR)	161.075

Descriptive statistics

Standard deviation	532.3700019
Coefficient of variation (CV)	2.562839427
Kurtosis	62.84833974
Mean	207.7266317
Median Absolute Deviation (MAD)	226.6561538
Skewness	7.070105574
Sum	178229.45
Variance	283417.8189

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	142	15.0%
60	9	1.0%
84	8	0.8%
78	8	0.8%
45	7	0.7%
54	6	0.6%
99	5	0.5%
51	5	0.5%
52.5	5	0.5%
56	5	0.5%
Other values (448)	658	69.7%
(Missing)	86	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	142	15.0%
3.5	1	0.1%
6	1	0.1%
7	2	0.2%
8	2	0.2%

Value	Count	Frequency (%)
6500	1	0.1%
6069	1	0.1%
5280	1	0.1%
4860	1	0.1%
3930	1	0.1%

abs_neut
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	491
Unique (%)	52.0%
Missing	86
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	3.7065856060606066
Minimum	0.035
Maximum	65.12
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

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Quantile statistics

Minimum	0.035
5-th percentile	0.549035
Q1	1.228525
median	2.47575
Q3	4.402
95-th percentile	10.11875
Maximum	65.12
Range	65.085
Interquartile range (IQR)	3.173475

Descriptive statistics

Standard deviation	5.175528354
Coefficient of variation (CV)	1.396306171
Kurtosis	59.33933165
Mean	3.706585606
Median Absolute Deviation (MAD)	2.631579535
Skewness	6.411341656
Sum	3180.25045
Variance	26.78609374

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.107	17	1.8%
0.948	15	1.6%
1.824	15	1.6%
1.148	14	1.5%
1.68	11	1.2%
1.24	10	1.1%
1.28	9	1.0%
1.728	9	1.0%
3.025	9	1.0%
2.1115	8	0.8%
Other values (480)	741	78.5%
(Missing)	86	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.035	1	0.1%
0.12	1	0.1%
0.1368	1	0.1%
0.171	1	0.1%
0.198	1	0.1%

Value	Count	Frequency (%)
65.12	1	0.1%
64.8	1	0.1%
49.74	1	0.1%
42	1	0.1%
36	1	0.1%

afs
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	788
Unique (%)	83.5%
Missing	27
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	42.85856052344602
Minimum	0.03333333333333333
Maximum	405.73333333333335
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

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Quantile statistics

Minimum	0.03333333333
5-th percentile	2.813333333
Q1	14.36666667
median	37.6
Q3	63.9
95-th percentile	101.16
Maximum	405.7333333
Range	405.7
Interquartile range (IQR)	49.53333333

Descriptive statistics

Standard deviation	34.64136444
Coefficient of variation (CV)	0.8082717668
Kurtosis	13.65419795
Mean	42.85856052
Median Absolute Deviation (MAD)	26.81461707
Skewness	2.019713662
Sum	39301.3
Variance	1200.02413

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.03333333333	4	0.4%
35.5	4	0.4%
12.23333333	3	0.3%
55.33333333	3	0.3%
5.833333333	3	0.3%
4.1	3	0.3%
8.066666667	3	0.3%
73.73333333	3	0.3%
75.13333333	3	0.3%
20.23333333	3	0.3%
Other values (777)	885	93.8%
(Missing)	27	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03333333333	4	0.4%
0.1333333333	1	0.1%
0.1666666667	1	0.1%
0.2	1	0.1%
0.2333333333	1	0.1%

Value	Count	Frequency (%)
405.7333333	1	0.1%
233.3	1	0.1%
168.8666667	1	0.1%
167.4	1	0.1%
164.3666667	1	0.1%

age
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	350
Unique (%)	37.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	70.91408898305085
Minimum	23.3
Maximum	90.8
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

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Quantile statistics

Minimum	23.3
5-th percentile	50.415
Q1	66.5
median	72.8
Q3	77.8
95-th percentile	84.47
Maximum	90.8
Range	67.5
Interquartile range (IQR)	11.3

Descriptive statistics

Standard deviation	10.47244137
Coefficient of variation (CV)	0.1476778665
Kurtosis	2.232135284
Mean	70.91408898
Median Absolute Deviation (MAD)	7.871199233
Skewness	-1.217430076
Sum	66942.9
Variance	109.6720282

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[23.3 44. 58.6 67.25 79.55 85.95 90.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
74.8	12	1.3%
76.3	12	1.3%
70.8	11	1.2%
76.8	10	1.1%
68.3	10	1.1%
73.6	9	1.0%
77.3	9	1.0%
74.9	9	1.0%
74.3	8	0.8%
81.8	8	0.8%
Other values (340)	846	89.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
23.3	1	0.1%
24.3	1	0.1%
26.5	1	0.1%
27.6	1	0.1%
30.3	1	0.1%

Value	Count	Frequency (%)
90.8	1	0.1%
90.4	1	0.1%
90.1	1	0.1%
89.8	1	0.1%
89.3	1	0.1%

aml
Boolean

MISSING

Distinct count	3
Unique (%)	0.3%
Missing	27
Missing (%)	2.9%
Memory size	7.5 KiB

0	791
1	126
(Missing)	27

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	791	83.8%
1	126	13.3%
(Missing)	27	2.9%

asxl1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	723
1	221

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	723	76.6%
1	221	23.4%

asxl1_vaf
Categorical

MISSING
HIGH CARDINALITY

Distinct count	55
Unique (%)	5.8%
Missing	723
Missing (%)	76.6%
Memory size	7.5 KiB

0.26	14
0.27	12
0.25	10
0.3	10
0.28	9
Other values (49)	166

Toggle details

Value	Count	Frequency (%)
0.26	14	1.5%
0.27	12	1.3%
0.25	10	1.1%
0.3	10	1.1%
0.28	9	1.0%
0.24	9	1.0%
0.03	9	1.0%
0.23	8	0.8%
0.4	7	0.7%
0.31	7	0.7%
Other values (44)	126	13.3%
(Missing)	723	76.6%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.25
Min length	3

bas_%
Real number (ℝ_≥0)

ZEROS

Distinct count	11
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2505296610169492
Minimum	0.0
Maximum	17.0
Zeros	719
Zeros (%)	76.2%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9230750715
Coefficient of variation (CV)	3.684494154
Kurtosis	180.2451121
Mean	0.250529661
Median Absolute Deviation (MAD)	0.3816331065
Skewness	11.78408767
Sum	236.5
Variance	0.8520675877

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.25 0.75 1.25 2.25 3.25 17. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	719	76.2%
0.5	139	14.7%
1	40	4.2%
1.5	21	2.2%
2	13	1.4%
3	4	0.4%
2.5	3	0.3%
12.5	2	0.2%
3.5	1	0.1%
4.5	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	719	76.2%
0.5	139	14.7%
1	40	4.2%
1.5	21	2.2%
2	13	1.4%

Value	Count	Frequency (%)
17	1	0.1%
12.5	2	0.2%
4.5	1	0.1%
3.5	1	0.1%
3	4	0.4%

bcor
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	906
1	38

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	906	96.0%
1	38	4.0%

bcor_vaf
Categorical

MISSING

Distinct count	29
Unique (%)	3.1%
Missing	906
Missing (%)	96.0%
Memory size	7.5 KiB

0.75	3
0.44	3
0.03	2
0.41	2
0.05	2
Other values (23)	26

Toggle details

Value	Count	Frequency (%)
0.75	3	0.3%
0.44	3	0.3%
0.03	2	0.2%
0.41	2	0.2%
0.05	2	0.2%
0.21	2	0.2%
0.46	2	0.2%
0.1	2	0.2%
0.26	1	0.1%
0.97	1	0.1%
Other values (18)	18	1.9%
(Missing)	906	96.0%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.054025424
Min length	3

bcorl1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	936
1	8

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	936	99.2%
1	8	0.8%

bcorl1_vaf
Real number (ℝ_≥0)

MISSING

Distinct count	7
Unique (%)	0.7%
Missing	936
Missing (%)	99.2%
Infinite	0
Infinite (%)	0.0%

Mean	0.35000000000000003
Minimum	0.07
Maximum	0.93
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.07
5-th percentile	0.07
Q1	0.1
median	0.38
Q3	0.43
95-th percentile	0.755
Maximum	0.93
Range	0.86
Interquartile range (IQR)	0.33

Descriptive statistics

Standard deviation	0.2842534081
Coefficient of variation (CV)	0.8121525945
Kurtosis	1.8672189
Mean	0.35
Median Absolute Deviation (MAD)	0.2
Skewness	1.148446346
Sum	2.8
Variance	0.0808

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.43	2	0.2%
0.07	2	0.2%
0.39	1	0.1%
0.37	1	0.1%
0.93	1	0.1%
0.11	1	0.1%
(Missing)	936	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.07	2	0.2%
0.11	1	0.1%
0.37	1	0.1%
0.39	1	0.1%
0.43	2	0.2%

Value	Count	Frequency (%)
0.93	1	0.1%
0.43	2	0.2%
0.39	1	0.1%
0.37	1	0.1%
0.11	1	0.1%

bmbper
Real number (ℝ_≥0)

ZEROS

Distinct count	39
Unique (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.484110169491525
Minimum	0.0
Maximum	19.0
Zeros	57
Zeros (%)	6.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	8
95-th percentile	15
Maximum	19
Range	19
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.664145596
Coefficient of variation (CV)	0.8504835701
Kurtosis	0.0456842421
Mean	5.484110169
Median Absolute Deviation (MAD)	3.776579557
Skewness	0.9714294669
Sum	5177
Variance	21.75425414

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.25 5.25 8.25 15.25 19. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2	76	8.1%
1	63	6.7%
5	62	6.6%
4.5	59	6.2%
0	57	6.0%
3	57	6.0%
0.5	56	5.9%
4	51	5.4%
3.5	40	4.2%
1.5	38	4.0%
Other values (29)	385	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	57	6.0%
0.5	56	5.9%
1	63	6.7%
1.5	38	4.0%
2	76	8.1%

Value	Count	Frequency (%)
19	2	0.2%
18.5	2	0.2%
18	7	0.7%
17.5	8	0.8%
17	7	0.7%

bmt
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	891
1	53

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	891	94.4%
1	53	5.6%

cbl
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	896
1	48

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	896	94.9%
1	48	5.1%

cbl_vaf
Categorical

MISSING

Distinct count	33
Unique (%)	3.5%
Missing	896
Missing (%)	94.9%
Memory size	7.5 KiB

0.03	8
0.04	3
0.1	3
0.09	2
0.45	2
Other values (27)	30

Toggle details

Value	Count	Frequency (%)
0.03	8	0.8%
0.04	3	0.3%
0.1	3	0.3%
0.09	2	0.2%
0.45	2	0.2%
0.23	2	0.2%
0.06	2	0.2%
0.44	2	0.2%
0.25	1	0.1%
0.8	1	0.1%
Other values (22)	22	2.3%
(Missing)	896	94.9%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	22
Mean length	3.127118644
Min length	3

cebpa
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	935
1	9

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	935	99.0%
1	9	1.0%

cebpa_vaf
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	10
Unique (%)	1.1%
Missing	935
Missing (%)	99.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.17444444444444446
Minimum	0.02
Maximum	0.41
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.02
5-th percentile	0.024
Q1	0.04
median	0.18
Q3	0.26
95-th percentile	0.378
Maximum	0.41
Range	0.39
Interquartile range (IQR)	0.22

Descriptive statistics

Standard deviation	0.1445779298
Coefficient of variation (CV)	0.8287906802
Kurtosis	-1.359751425
Mean	0.1744444444
Median Absolute Deviation (MAD)	0.1217283951
Skewness	0.3784066832
Sum	1.57
Variance	0.02090277778

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.04	1	0.1%
0.06	1	0.1%
0.24	1	0.1%
0.33	1	0.1%
0.18	1	0.1%
0.26	1	0.1%
0.02	1	0.1%
0.41	1	0.1%
0.03	1	0.1%
(Missing)	935	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.02	1	0.1%
0.03	1	0.1%
0.04	1	0.1%
0.06	1	0.1%
0.18	1	0.1%

Value	Count	Frequency (%)
0.41	1	0.1%
0.33	1	0.1%
0.26	1	0.1%
0.24	1	0.1%
0.18	1	0.1%

complex
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	905
1	39

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	905	95.9%
1	39	4.1%

cytogenetic
Categorical

HIGH CARDINALITY

Distinct count	279
Unique (%)	29.6%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

46,XY[20]	321
46,XX[20]	214
46,XY[21]	33
46,XX[21]	18
45,X,-Y[20]	9
Other values (274)	349

Toggle details

Value	Count	Frequency (%)
46,XY[20]	321	34.0%
46,XX[20]	214	22.7%
46,XY[21]	33	3.5%
46,XX[21]	18	1.9%
45,X,-Y[20]	9	1.0%
46,XX[22]	9	1.0%
46,XY[15]	8	0.8%
46,XY[22]	6	0.6%
46,XY[25]	5	0.5%
45,X,-Y[19]/46,XY[1]	5	0.5%
Other values (269)	316	33.5%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	359
Mean length	21.92478814
Min length	9

cytoipssr
Real number (ℝ_≥0)

ZEROS

Distinct count	5
Unique (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.222457627118644
Minimum	0
Maximum	4
Zeros	50
Zeros (%)	5.3%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7463476984
Coefficient of variation (CV)	0.6105305262
Kurtosis	5.673040978
Mean	1.222457627
Median Absolute Deviation (MAD)	0.4730815498
Skewness	2.175402202
Sum	1154
Variance	0.5570348869

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	729	77.2%
2	106	11.2%
0	50	5.3%
4	36	3.8%
3	23	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	50	5.3%
1	729	77.2%
2	106	11.2%
3	23	2.4%
4	36	3.8%

Value	Count	Frequency (%)
4	36	3.8%
3	23	2.4%
2	106	11.2%
1	729	77.2%
0	50	5.3%

dataset_id
Categorical

CONST

Distinct count	1
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

mds	944

Toggle details

Value	Count	Frequency (%)
mds	944	100.0%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	False

Length

Max length	3
Mean length	3
Min length	3

dead
Boolean

MISSING

Distinct count	3
Unique (%)	0.3%
Missing	27
Missing (%)	2.9%
Memory size	7.5 KiB

0	481
1	436
(Missing)	27

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	481	51.0%
1	436	46.2%
(Missing)	27	2.9%

del(17)
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	936
1	8

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	936	99.2%
1	8	0.8%

del(20)
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	914
1	30

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	914	96.8%
1	30	3.2%

del(5)
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	852
1	92

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	852	90.3%
1	92	9.7%

del(7)
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	910
1	34

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	910	96.4%
1	34	3.6%

del(y)
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	888
1	56

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	888	94.1%
1	56	5.9%

df_index
Categorical

UNIQUE
HIGH CARDINALITY

Distinct count	944
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

848	1
149	1
863	1
232	1
713	1
Other values (939)	939

Toggle details

Value	Count	Frequency (%)
848	1	0.1%
149	1	0.1%
863	1	0.1%
232	1	0.1%
713	1	0.1%
215	1	0.1%
752	1	0.1%
32	1	0.1%
865	1	0.1%
513	1	0.1%
Other values (934)	934	98.9%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	3
Mean length	2.883474576
Min length	1

diagnosis
Categorical

Distinct count	8
Unique (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

RCMD	195
RAEB-1	191
RAEB-2	188
RCMD-RS	183
RARS	81
Other values (3)	106

Toggle details

Value	Count	Frequency (%)
RCMD	195	20.7%
RAEB-1	191	20.2%
RAEB-2	188	19.9%
RCMD-RS	183	19.4%
RARS	81	8.6%
RA	41	4.3%
del(5q)	37	3.9%
RARS-T	28	3.0%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	True

Length

Max length	7
Mean length	5.474576271
Min length	2

dnmt3a
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	822
1	122

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	822	87.1%
1	122	12.9%

dnmt3a_vaf
Categorical

MISSING
HIGH CARDINALITY

Distinct count	51
Unique (%)	5.4%
Missing	822
Missing (%)	87.1%
Memory size	7.5 KiB

0.03	11
0.39	8
0.38	6
0.33	6
0.4	6
Other values (45)	85

Toggle details

Value	Count	Frequency (%)
0.03	11	1.2%
0.39	8	0.8%
0.38	6	0.6%
0.33	6	0.6%
0.4	6	0.6%
0.04	5	0.5%
0.43	5	0.5%
0.37	5	0.5%
0.45	5	0.5%
0.46	4	0.4%
Other values (40)	61	6.5%
(Missing)	822	87.1%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.150423729
Min length	3

eos_%
Real number (ℝ_≥0)

ZEROS

Distinct count	33
Unique (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.8686440677966103
Minimum	0.0
Maximum	23.0
Zeros	127
Zeros (%)	13.5%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	2
Q3	4
95-th percentile	8
Maximum	23
Range	23
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	2.922598508
Coefficient of variation (CV)	1.018808343
Kurtosis	5.492619982
Mean	2.868644068
Median Absolute Deviation (MAD)	2.182966461
Skewness	1.874477023
Sum	2708
Variance	8.541582041

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.25 1.25 4.25 6.25 8.25 11.75 23. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	127	13.5%
1	120	12.7%
0.5	113	12.0%
1.5	71	7.5%
3	66	7.0%
2	64	6.8%
2.5	58	6.1%
3.5	54	5.7%
4	51	5.4%
5.5	33	3.5%
Other values (23)	187	19.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	127	13.5%
0.5	113	12.0%
1	120	12.7%
1.5	71	7.5%
2	64	6.8%

Value	Count	Frequency (%)
23	1	0.1%
18.5	2	0.2%
15.5	2	0.2%
15	1	0.1%
14	2	0.2%

etv6
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	922
1	22

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	922	97.7%
1	22	2.3%

etv6_vaf
Categorical

MISSING

Distinct count	19
Unique (%)	2.0%
Missing	922
Missing (%)	97.7%
Memory size	7.5 KiB

0.25	2
0.11	2
0.07	2
0.18	2
0.58	1
Other values (13)	13

Toggle details

Value	Count	Frequency (%)
0.25	2	0.2%
0.11	2	0.2%
0.07	2	0.2%
0.18	2	0.2%
0.58	1	0.1%
0.15	1	0.1%
0.41	1	0.1%
0.16	1	0.1%
0.14	1	0.1%
0.19	1	0.1%
Other values (8)	8	0.8%
(Missing)	922	97.7%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.028601695
Min length	3

ezh2
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	892
1	52

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	892	94.5%
1	52	5.5%

ezh2_vaf
Categorical

MISSING

Distinct count	42
Unique (%)	4.4%
Missing	892
Missing (%)	94.5%
Memory size	7.5 KiB

0.03	4
0.04	3
0.22	2
0.06	2
0.43	2
Other values (36)	39

Toggle details

Value	Count	Frequency (%)
0.03	4	0.4%
0.04	3	0.3%
0.22	2	0.2%
0.06	2	0.2%
0.43	2	0.2%
0.92	2	0.2%
0.91	2	0.2%
0.89	2	0.2%
0.41	1	0.1%
0.76	1	0.1%
Other values (31)	31	3.3%
(Missing)	892	94.5%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.120762712
Min length	3

flt3
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	936
1	8

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	936	99.2%
1	8	0.8%

flt3_vaf
Categorical

MISSING

Distinct count	8
Unique (%)	0.8%
Missing	936
Missing (%)	99.2%
Memory size	7.5 KiB

0.5	2
0.1	1
0.49	1
0.03; 0.05; 0.04; 0.08	1
0.16	1
Other values (2)	2

Toggle details

Value	Count	Frequency (%)
0.5	2	0.2%
0.1	1	0.1%
0.49	1	0.1%
0.03; 0.05; 0.04; 0.08	1	0.1%
0.16	1	0.1%
0.41	1	0.1%
0.15	1	0.1%
(Missing)	936	99.2%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	22
Mean length	3.024364407
Min length	3

gata2
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	937
1	7

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	937	99.3%
1	7	0.7%

gata2_vaf
Categorical

MISSING

Distinct count	7
Unique (%)	0.7%
Missing	937
Missing (%)	99.3%
Memory size	7.5 KiB

0.03	2
0.45; 0.08; 0.05	1
0.39	1
0.09	1
0.2	1

Toggle details

Value	Count	Frequency (%)
0.03	2	0.2%
0.45; 0.08; 0.05	1	0.1%
0.39	1	0.1%
0.09	1	0.1%
0.2	1	0.1%
0.15	1	0.1%
(Missing)	937	99.3%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	16
Mean length	3.019067797
Min length	3

gender
Categorical

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

male	579
female	365

Toggle details

Value	Count	Frequency (%)
male	579	61.3%
female	365	38.7%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	False

Length

Max length	6
Mean length	4.773305085
Min length	4

gnb1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	939
1	5

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	939	99.5%
1	5	0.5%

gnb1_vaf
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	6
Unique (%)	0.6%
Missing	939
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%

Mean	0.33799999999999997
Minimum	0.02
Maximum	0.89
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.02
5-th percentile	0.024
Q1	0.04
median	0.32
Q3	0.42
95-th percentile	0.796
Maximum	0.89
Range	0.87
Interquartile range (IQR)	0.38

Descriptive statistics

Standard deviation	0.3541468622
Coefficient of variation (CV)	1.047771782
Kurtosis	0.8207893969
Mean	0.338
Median Absolute Deviation (MAD)	0.2536
Skewness	1.033021079
Sum	1.69
Variance	0.12542

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.04	1	0.1%
0.42	1	0.1%
0.89	1	0.1%
0.32	1	0.1%
0.02	1	0.1%
(Missing)	939	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.02	1	0.1%
0.04	1	0.1%
0.32	1	0.1%
0.42	1	0.1%
0.89	1	0.1%

Value	Count	Frequency (%)
0.89	1	0.1%
0.42	1	0.1%
0.32	1	0.1%
0.04	1	0.1%
0.02	1	0.1%

hgb
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	119
Unique (%)	12.6%
Missing	88
Missing (%)	9.3%
Infinite	0
Infinite (%)	0.0%

Mean	10.237721962616822
Minimum	4.5
Maximum	19.6
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	4.5
5-th percentile	7.4
Q1	9
median	10.1
Q3	11.3
95-th percentile	13.7
Maximum	19.6
Range	15.1
Interquartile range (IQR)	2.3

Descriptive statistics

Standard deviation	1.891002475
Coefficient of variation (CV)	0.1847093017
Kurtosis	0.9191614898
Mean	10.23772196
Median Absolute Deviation (MAD)	1.461850707
Skewness	0.5049715049
Sum	8763.49
Variance	3.57589036

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
9.9	24	2.5%
9.4	24	2.5%
10	22	2.3%
9.6	22	2.3%
9.1	21	2.2%
10.4	21	2.2%
11.4	21	2.2%
8.9	20	2.1%
8.7	20	2.1%
9.3	20	2.1%
Other values (108)	641	67.9%
(Missing)	88	9.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.5	1	0.1%
5.5	1	0.1%
5.6	1	0.1%
5.8	1	0.1%
5.9	2	0.2%

Value	Count	Frequency (%)
19.6	1	0.1%
17.5	1	0.1%
15.9	1	0.1%
15.8	2	0.2%
15.7	1	0.1%

id
Categorical

UNIQUE
HIGH CARDINALITY

Distinct count	944
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

MLL_10730	1
MLL_10907	1
MLL_11227	1
MLL_10946	1
MLL_10984	1
Other values (939)	939

Toggle details

Value	Count	Frequency (%)
MLL_10730	1	0.1%
MLL_10907	1	0.1%
MLL_11227	1	0.1%
MLL_10946	1	0.1%
MLL_10984	1	0.1%
MLL_11240	1	0.1%
MUC_00338	1	0.1%
MLL_09948	1	0.1%
MLL_10767	1	0.1%
MLL_10768	1	0.1%
Other values (934)	934	98.9%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	9
Mean length	9
Min length	9

idh1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	920
1	24

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	920	97.5%
1	24	2.5%

idh1_vaf
Real number (ℝ_≥0)

MISSING

Distinct count	20
Unique (%)	2.1%
Missing	920
Missing (%)	97.5%
Infinite	0
Infinite (%)	0.0%

Mean	0.3229166666666667
Minimum	0.02
Maximum	0.47
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.02
5-th percentile	0.08
Q1	0.2775
median	0.37
Q3	0.4125
95-th percentile	0.4585
Maximum	0.47
Range	0.45
Interquartile range (IQR)	0.135

Descriptive statistics

Standard deviation	0.134858353
Coefficient of variation (CV)	0.4176258672
Kurtosis	-0.006037726327
Mean	0.3229166667
Median Absolute Deviation (MAD)	0.1061111111
Skewness	-1.102647619
Sum	7.75
Variance	0.01818677536

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.36	2	0.2%
0.41	2	0.2%
0.38	2	0.2%
0.44	2	0.2%
0.08	2	0.2%
0.42	1	0.1%
0.39	1	0.1%
0.33	1	0.1%
0.02	1	0.1%
0.27	1	0.1%
Other values (9)	9	1.0%
(Missing)	920	97.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.02	1	0.1%
0.08	2	0.2%
0.11	1	0.1%
0.15	1	0.1%
0.27	1	0.1%

Value	Count	Frequency (%)
0.47	1	0.1%
0.46	1	0.1%
0.45	1	0.1%
0.44	2	0.2%
0.42	1	0.1%

idh2
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	907
1	37

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	907	96.1%
1	37	3.9%

idh2_vaf
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	21
Unique (%)	2.2%
Missing	907
Missing (%)	96.1%
Infinite	0
Infinite (%)	0.0%

Mean	0.3654054054054054
Minimum	0.03
Maximum	0.5
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.03
5-th percentile	0.096
Q1	0.28
median	0.42
Q3	0.45
95-th percentile	0.472
Maximum	0.5
Range	0.47
Interquartile range (IQR)	0.17

Descriptive statistics

Standard deviation	0.1351664528
Coefficient of variation (CV)	0.3699081919
Kurtosis	0.4428083962
Mean	0.3654054054
Median Absolute Deviation (MAD)	0.1099488678
Skewness	-1.330497242
Sum	13.52
Variance	0.01826996997

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.42	5	0.5%
0.45	5	0.5%
0.44	5	0.5%
0.47	3	0.3%
0.46	3	0.3%
0.4	2	0.2%
0.5	1	0.1%
0.25	1	0.1%
0.28	1	0.1%
0.17	1	0.1%
Other values (10)	10	1.1%
(Missing)	907	96.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	1	0.1%
0.04	1	0.1%
0.11	1	0.1%
0.13	1	0.1%
0.14	1	0.1%

Value	Count	Frequency (%)
0.5	1	0.1%
0.48	1	0.1%
0.47	3	0.3%
0.46	3	0.3%
0.45	5	0.5%

jak2
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	899
1	45

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	899	95.2%
1	45	4.8%

jak2_vaf
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	33
Unique (%)	3.5%
Missing	899
Missing (%)	95.2%
Infinite	0
Infinite (%)	0.0%

Mean	0.24577777777777776
Minimum	0.04
Maximum	0.89
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.04
5-th percentile	0.04
Q1	0.1
median	0.23
Q3	0.34
95-th percentile	0.544
Maximum	0.89
Range	0.85
Interquartile range (IQR)	0.24

Descriptive statistics

Standard deviation	0.1749089229
Coefficient of variation (CV)	0.7116547496
Kurtosis	2.892975134
Mean	0.2457777778
Median Absolute Deviation (MAD)	0.1332740741
Skewness	1.30427839
Sum	11.06
Variance	0.03059313131

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.04	4	0.4%
0.23	4	0.4%
0.27	2	0.2%
0.34	2	0.2%
0.28	2	0.2%
0.33	2	0.2%
0.06	2	0.2%
0.09	2	0.2%
0.14	2	0.2%
0.44	1	0.1%
Other values (22)	22	2.3%
(Missing)	899	95.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.04	4	0.4%
0.05	1	0.1%
0.06	2	0.2%
0.07	1	0.1%
0.08	1	0.1%

Value	Count	Frequency (%)
0.89	1	0.1%
0.6	1	0.1%
0.56	1	0.1%
0.48	1	0.1%
0.44	1	0.1%

kdm6a
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	935
1	9

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	935	99.0%
1	9	1.0%

kdm6a_vaf
Categorical

MISSING
HIGH CORRELATION

Distinct count	4
Unique (%)	0.4%
Missing	935
Missing (%)	99.0%
Memory size	7.5 KiB

0.03	6
0.08	2
0.87	1

Toggle details

Value	Count	Frequency (%)
0.03	6	0.6%
0.08	2	0.2%
0.87	1	0.1%
(Missing)	935	99.0%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	True

Length

Max length	4
Mean length	3.009533898
Min length	3

kit
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	936
1	8

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	936	99.2%
1	8	0.8%

kit_vaf
Real number (ℝ_≥0)

MISSING

Distinct count	6
Unique (%)	0.6%
Missing	936
Missing (%)	99.2%
Infinite	0
Infinite (%)	0.0%

Mean	0.16
Minimum	0.03
Maximum	0.47
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.03
5-th percentile	0.03
Q1	0.03
median	0.1
Q3	0.19
95-th percentile	0.4455
Maximum	0.47
Range	0.44
Interquartile range (IQR)	0.16

Descriptive statistics

Standard deviation	0.1748468718
Coefficient of variation (CV)	1.092792949
Kurtosis	0.0362124203
Mean	0.16
Median Absolute Deviation (MAD)	0.1375
Skewness	1.296514982
Sum	1.28
Variance	0.03057142857

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.03	3	0.3%
0.12	2	0.2%
0.4	1	0.1%
0.08	1	0.1%
0.47	1	0.1%
(Missing)	936	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	3	0.3%
0.08	1	0.1%
0.12	2	0.2%
0.4	1	0.1%
0.47	1	0.1%

Value	Count	Frequency (%)
0.47	1	0.1%
0.4	1	0.1%
0.12	2	0.2%
0.08	1	0.1%
0.03	3	0.3%

kras
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	920
1	24

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	920	97.5%
1	24	2.5%

kras_vaf
Categorical

MISSING

Distinct count	18
Unique (%)	1.9%
Missing	920
Missing (%)	97.5%
Memory size	7.5 KiB

0.03	4
0.05	3
0.41	2
0.07	2
0.08	1
Other values (12)	12

Toggle details

Value	Count	Frequency (%)
0.03	4	0.4%
0.05	3	0.3%
0.41	2	0.2%
0.07	2	0.2%
0.08	1	0.1%
0.48	1	0.1%
0.04	1	0.1%
0.11	1	0.1%
0.18	1	0.1%
0.06	1	0.1%
Other values (7)	7	0.7%
(Missing)	920	97.5%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.030720339
Min length	3

luc7l2
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	938
1	6

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	938	99.4%
1	6	0.6%

luc7l2_vaf
Categorical

MISSING

Distinct count	7
Unique (%)	0.7%
Missing	938
Missing (%)	99.4%
Memory size	7.5 KiB

0.63; 0.12	1
0.03	1
0.1	1
0.48	1
0.68; 0.17	1

Toggle details

Value	Count	Frequency (%)
0.63; 0.12	1	0.1%
0.03	1	0.1%
0.1	1	0.1%
0.48	1	0.1%
0.68; 0.17	1	0.1%
0.46; 0.44	1	0.1%
(Missing)	938	99.4%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.024364407
Min length	3

lym_%
Real number (ℝ_≥0)

ZEROS

Distinct count	72
Unique (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.080508474576272
Minimum	0.0
Maximum	55.0
Zeros	11
Zeros (%)	1.2%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	6.5
Q3	10.5
95-th percentile	19.5
Maximum	55
Range	55
Interquartile range (IQR)	6.5

Descriptive statistics

Standard deviation	6.641148867
Coefficient of variation (CV)	0.8218726443
Kurtosis	8.900989589
Mean	8.080508475
Median Absolute Deviation (MAD)	4.62509875
Skewness	2.359789732
Sum	7628
Variance	44.10485828

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 1.25 8.25 11.75 15.75 19.25 27.75 55. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4.5	49	5.2%
6	48	5.1%
5.5	46	4.9%
7	42	4.4%
3.5	41	4.3%
5	41	4.3%
6.5	40	4.2%
4	39	4.1%
3	38	4.0%
2.5	37	3.9%
Other values (62)	523	55.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.2%
0.5	17	1.8%
1	24	2.5%
1.5	31	3.3%
2	32	3.4%

Value	Count	Frequency (%)
55	1	0.1%
49.5	1	0.1%
46	1	0.1%
45	1	0.1%
41	1	0.1%

mds_etiology
Categorical

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

pMDS	903
t-MDS	41

Toggle details

Value	Count	Frequency (%)
pMDS	903	95.7%
t-MDS	41	4.3%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	True

Length

Max length	5
Mean length	4.043432203
Min length	4

med12
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	942
1	2

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	942	99.8%
1	2	0.2%

med12_vaf
Boolean

MISSING

Distinct count	2
Unique (%)	0.2%
Missing	942
Missing (%)	99.8%
Memory size	7.5 KiB

0.04	2
(Missing)	942

Toggle details

Frequency Table

Value	Count	Frequency (%)
0.04	2	0.2%
(Missing)	942	99.8%

mono_%
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	40
Unique (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.7876059322033897
Minimum	0.0
Maximum	39.0
Zeros	159
Zeros (%)	16.8%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	1.5
Q3	3.5
95-th percentile	9.5
Maximum	39
Range	39
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.806029289
Coefficient of variation (CV)	1.365339787
Kurtosis	20.38124515
Mean	2.787605932
Median Absolute Deviation (MAD)	2.443971515
Skewness	3.59925634
Sum	2631.5
Variance	14.48585895

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.25 1.25 2.75 4.75 6.25 9.75 13.25 39. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	159	16.8%
0.5	133	14.1%
1	123	13.0%
1.5	87	9.2%
2	73	7.7%
2.5	58	6.1%
3	46	4.9%
4	37	3.9%
3.5	34	3.6%
4.5	32	3.4%
Other values (30)	162	17.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	159	16.8%
0.5	133	14.1%
1	123	13.0%
1.5	87	9.2%
2	73	7.7%

Value	Count	Frequency (%)
39	1	0.1%
33	1	0.1%
30	1	0.1%
26	1	0.1%
23.5	2	0.2%

mpl
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	916
1	28

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	916	97.0%
1	28	3.0%

mpl_vaf
Categorical

MISSING

Distinct count	23
Unique (%)	2.4%
Missing	916
Missing (%)	97.0%
Memory size	7.5 KiB

0.39	3
0.04	3
0.07	2
0.12	2
0.13	1
Other values (17)	17

Toggle details

Value	Count	Frequency (%)
0.39	3	0.3%
0.04	3	0.3%
0.07	2	0.2%
0.12	2	0.2%
0.13	1	0.1%
0.45	1	0.1%
0.34	1	0.1%
0.29	1	0.1%
0.16	1	0.1%
0.05	1	0.1%
Other values (12)	12	1.3%
(Missing)	916	97.0%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.034957627
Min length	3

neut_%
Real number (ℝ_≥0)

MISSING

Distinct count	84
Unique (%)	8.9%
Missing	86
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	50.63170163170163
Minimum	5.0
Maximum	91.0
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	5
5-th percentile	26
Q1	41
median	52.5
Q3	60
95-th percentile	71
Maximum	91
Range	86
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	13.24520202
Coefficient of variation (CV)	0.2615989902
Kurtosis	0.8084445995
Mean	50.63170163
Median Absolute Deviation (MAD)	10.44483566
Skewness	-0.426109377
Sum	43442
Variance	175.4353766

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
60	82	8.7%
55	64	6.8%
41	61	6.5%
48	56	5.9%
40	46	4.9%
39.5	42	4.4%
57	38	4.0%
51.5	37	3.9%
56.5	36	3.8%
52.5	28	3.0%
Other values (73)	368	39.0%
(Missing)	86	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	0.1%
6	2	0.2%
8	1	0.1%
9	2	0.2%
10	1	0.1%

Value	Count	Frequency (%)
91	1	0.1%
88	1	0.1%
86	3	0.3%
85	1	0.1%
84	1	0.1%

nf1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	916
1	28

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	916	97.0%
1	28	3.0%

nf1_vaf
Categorical

MISSING

Distinct count	22
Unique (%)	2.3%
Missing	916
Missing (%)	97.0%
Memory size	7.5 KiB

0.03	3
0.21	2
0.12	2
0.05	2
0.39	2
Other values (16)	17

Toggle details

Value	Count	Frequency (%)
0.03	3	0.3%
0.21	2	0.2%
0.12	2	0.2%
0.05	2	0.2%
0.39	2	0.2%
0.17	2	0.2%
0.08	1	0.1%
0.03; 0.31	1	0.1%
0.48	1	0.1%
0.04	1	0.1%
Other values (11)	11	1.2%
(Missing)	916	97.0%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.042372881
Min length	3

normal
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

1	648
0	296

Toggle details

Frequency Table

Value	Count	Frequency (%)
1	648	68.6%
0	296	31.4%

notch1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	935
1	9

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	935	99.0%
1	9	1.0%

notch1_vaf
Real number (ℝ_≥0)

MISSING

Distinct count	9
Unique (%)	1.0%
Missing	935
Missing (%)	99.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4066666666666667
Minimum	0.03
Maximum	0.55
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.03
5-th percentile	0.138
Q1	0.41
median	0.46
Q3	0.47
95-th percentile	0.538
Maximum	0.55
Range	0.52
Interquartile range (IQR)	0.06

Descriptive statistics

Standard deviation	0.157876534
Coefficient of variation (CV)	0.3882209853
Kurtosis	4.435218825
Mean	0.4066666667
Median Absolute Deviation (MAD)	0.1074074074
Skewness	-2.022171798
Sum	3.66
Variance	0.024925

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.47	2	0.2%
0.45	1	0.1%
0.3	1	0.1%
0.03	1	0.1%
0.55	1	0.1%
0.52	1	0.1%
0.46	1	0.1%
0.41	1	0.1%
(Missing)	935	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	1	0.1%
0.3	1	0.1%
0.41	1	0.1%
0.45	1	0.1%
0.46	1	0.1%

Value	Count	Frequency (%)
0.55	1	0.1%
0.52	1	0.1%
0.47	2	0.2%
0.46	1	0.1%
0.45	1	0.1%

npm1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	935
1	9

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	935	99.0%
1	9	1.0%

npm1_vaf
Real number (ℝ_≥0)

MISSING

Distinct count	10
Unique (%)	1.1%
Missing	935
Missing (%)	99.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.23888888888888893
Minimum	0.04
Maximum	0.36
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.04
5-th percentile	0.084
Q1	0.2
median	0.26
Q3	0.29
95-th percentile	0.344
Maximum	0.36
Range	0.32
Interquartile range (IQR)	0.09

Descriptive statistics

Standard deviation	0.0968819442
Coefficient of variation (CV)	0.4055523245
Kurtosis	1.198602208
Mean	0.2388888889
Median Absolute Deviation (MAD)	0.07259259259
Skewness	-1.078921028
Sum	2.15
Variance	0.009386111111

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.04	1	0.1%
0.15	1	0.1%
0.36	1	0.1%
0.2	1	0.1%
0.26	1	0.1%
0.29	1	0.1%
0.32	1	0.1%
0.28	1	0.1%
0.25	1	0.1%
(Missing)	935	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.04	1	0.1%
0.15	1	0.1%
0.2	1	0.1%
0.25	1	0.1%
0.26	1	0.1%

Value	Count	Frequency (%)
0.36	1	0.1%
0.32	1	0.1%
0.29	1	0.1%
0.28	1	0.1%
0.26	1	0.1%

nras
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	908
1	36

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	908	96.2%
1	36	3.8%

nras_vaf
Categorical

MISSING

Distinct count	27
Unique (%)	2.9%
Missing	908
Missing (%)	96.2%
Memory size	7.5 KiB

0.44	4
0.03	3
0.4	2
0.41	2
0.12	2
Other values (21)	23

Toggle details

Value	Count	Frequency (%)
0.44	4	0.4%
0.03	3	0.3%
0.4	2	0.2%
0.41	2	0.2%
0.12	2	0.2%
0.19	2	0.2%
0.43	2	0.2%
0.04	1	0.1%
0.34	1	0.1%
0.18; 0.03	1	0.1%
Other values (16)	16	1.7%
(Missing)	908	96.2%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	16
Mean length	3.07309322
Min length	3

os
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	793
Unique (%)	84.0%
Missing	27
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	44.03046165030898
Minimum	0.03333333333333333
Maximum	405.73333333333335
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.03333333333
5-th percentile	3.866666667
Q1	16.86666667
median	39.43333333
Q3	65
95-th percentile	101.6066667
Maximum	405.7333333
Range	405.7
Interquartile range (IQR)	48.13333333

Descriptive statistics

Standard deviation	34.21761416
Coefficient of variation (CV)	0.7771350307
Kurtosis	14.18480395
Mean	44.03046165
Median Absolute Deviation (MAD)	26.34078228
Skewness	2.050199536
Sum	40375.93333
Variance	1170.845119

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
35.5	4	0.4%
75.13333333	3	0.3%
5.833333333	3	0.3%
73.73333333	3	0.3%
3.866666667	3	0.3%
12.23333333	3	0.3%
13.1	3	0.3%
6.766666667	3	0.3%
4.1	3	0.3%
26.13333333	3	0.3%
Other values (782)	886	93.9%
(Missing)	27	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03333333333	1	0.1%
0.1333333333	1	0.1%
0.1666666667	1	0.1%
0.2333333333	1	0.1%
0.4333333333	2	0.2%

Value	Count	Frequency (%)
405.7333333	1	0.1%
233.3	1	0.1%
168.8666667	1	0.1%
167.4	1	0.1%
164.3666667	1	0.1%

phf6
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	920
1	24

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	920	97.5%
1	24	2.5%

phf6_vaf
Categorical

MISSING

Distinct count	20
Unique (%)	2.1%
Missing	920
Missing (%)	97.5%
Memory size	7.5 KiB

0.04	3
0.03	3
0.85	2
0.15; 0.59; 0.05	1
0.16; 0.49; 0.06; 0.05; 0.04	1
Other values (14)	14

Toggle details

Value	Count	Frequency (%)
0.04	3	0.3%
0.03	3	0.3%
0.85	2	0.2%
0.15; 0.59; 0.05	1	0.1%
0.16; 0.49; 0.06; 0.05; 0.04	1	0.1%
0.15; 0.03	1	0.1%
0.8	1	0.1%
0.12	1	0.1%
0.14	1	0.1%
0.93	1	0.1%
Other values (9)	9	1.0%
(Missing)	920	97.5%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	28
Mean length	3.075211864
Min length	3

plt
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	410
Unique (%)	43.4%
Missing	90
Missing (%)	9.5%
Infinite	0
Infinite (%)	0.0%

Mean	205.7172131147541
Minimum	2.0
Maximum	1491.0
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	2
5-th percentile	25
Q1	80
median	149.5
Q3	285
95-th percentile	551.4
Maximum	1491
Range	1489
Interquartile range (IQR)	205

Descriptive statistics

Standard deviation	181.485773
Coefficient of variation (CV)	0.8822099536
Kurtosis	5.87370291
Mean	205.7172131
Median Absolute Deviation (MAD)	134.4931566
Skewness	1.953158568
Sum	175682.5
Variance	32937.08581

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
46	7	0.7%
103	6	0.6%
54	6	0.6%
130	6	0.6%
30	6	0.6%
35	6	0.6%
281	6	0.6%
60	6	0.6%
99	6	0.6%
111	6	0.6%
Other values (399)	793	84.0%
(Missing)	90	9.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	0.1%
3	2	0.2%
4	1	0.1%
5	1	0.1%
7	2	0.2%

Value	Count	Frequency (%)
1491	1	0.1%
1103	1	0.1%
1068	1	0.1%
986	1	0.1%
963	1	0.1%

prpf40b
Boolean

MISSING

Distinct count	2
Unique (%)	0.2%
Missing	933
Missing (%)	98.8%
Memory size	7.5 KiB

1	11
(Missing)	933

Toggle details

Frequency Table

Value	Count	Frequency (%)
1	11	1.2%
(Missing)	933	98.8%

prpf40b_vaf
Real number (ℝ_≥0)

MISSING

Distinct count	12
Unique (%)	1.3%
Missing	933
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%

Mean	0.30363636363636365
Minimum	0.03
Maximum	0.55
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.03
5-th percentile	0.055
Q1	0.15
median	0.37
Q3	0.445
95-th percentile	0.515
Maximum	0.55
Range	0.52
Interquartile range (IQR)	0.295

Descriptive statistics

Standard deviation	0.1778354704
Coefficient of variation (CV)	0.5856856811
Kurtosis	-1.460465906
Mean	0.3036363636
Median Absolute Deviation (MAD)	0.154214876
Skewness	-0.2663136273
Sum	3.34
Variance	0.03162545455

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.08	1	0.1%
0.03	1	0.1%
0.45	1	0.1%
0.48	1	0.1%
0.55	1	0.1%
0.26	1	0.1%
0.16	1	0.1%
0.38	1	0.1%
0.37	1	0.1%
0.44	1	0.1%
(Missing)	933	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	1	0.1%
0.08	1	0.1%
0.14	1	0.1%
0.16	1	0.1%
0.26	1	0.1%

Value	Count	Frequency (%)
0.55	1	0.1%
0.48	1	0.1%
0.45	1	0.1%
0.44	1	0.1%
0.38	1	0.1%

prpf8
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	941
1	3

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	941	99.7%
1	3	0.3%

prpf8_vaf
Categorical

MISSING
HIGH CORRELATION

Distinct count	4
Unique (%)	0.4%
Missing	941
Missing (%)	99.7%
Memory size	7.5 KiB

0.36	1
0.26	1
0.37	1

Toggle details

Value	Count	Frequency (%)
0.36	1	0.1%
0.26	1	0.1%
0.37	1	0.1%
(Missing)	941	99.7%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	True

Length

Max length	4
Mean length	3.003177966
Min length	3

ptpn11
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	932
1	12

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	932	98.7%
1	12	1.3%

ptpn11_vaf
Categorical

MISSING

Distinct count	10
Unique (%)	1.1%
Missing	932
Missing (%)	98.7%
Memory size	7.5 KiB

0.03	3
0.17	2
0.04	1
0.37	1
0.09; 0.05; 0.07	1
Other values (4)	4

Toggle details

Value	Count	Frequency (%)
0.03	3	0.3%
0.17	2	0.2%
0.04	1	0.1%
0.37	1	0.1%
0.09; 0.05; 0.07	1	0.1%
0.48	1	0.1%
0.3	1	0.1%
0.24	1	0.1%
0.34	1	0.1%
(Missing)	932	98.7%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	16
Mean length	3.024364407
Min length	3

rad21
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	931
1	13

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	931	98.6%
1	13	1.4%

rad21_vaf
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	12
Unique (%)	1.3%
Missing	931
Missing (%)	98.6%
Infinite	0
Infinite (%)	0.0%

Mean	0.28615384615384615
Minimum	0.03
Maximum	0.58
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.03
5-th percentile	0.03
Q1	0.09
median	0.28
Q3	0.44
95-th percentile	0.538
Maximum	0.58
Range	0.55
Interquartile range (IQR)	0.35

Descriptive statistics

Standard deviation	0.2013925876
Coefficient of variation (CV)	0.7037913009
Kurtosis	-1.6238482
Mean	0.2861538462
Median Absolute Deviation (MAD)	0.1727810651
Skewness	-0.0955444564
Sum	3.72
Variance	0.04055897436

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.03	3	0.3%
0.15	1	0.1%
0.27	1	0.1%
0.42	1	0.1%
0.09	1	0.1%
0.4	1	0.1%
0.49	1	0.1%
0.58	1	0.1%
0.51	1	0.1%
0.44	1	0.1%
(Missing)	931	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	3	0.3%
0.09	1	0.1%
0.15	1	0.1%
0.27	1	0.1%
0.28	1	0.1%

Value	Count	Frequency (%)
0.58	1	0.1%
0.51	1	0.1%
0.49	1	0.1%
0.44	1	0.1%
0.42	1	0.1%

runx1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	845
1	99

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	845	89.5%
1	99	10.5%

runx1_vaf
Categorical

MISSING
HIGH CARDINALITY

Distinct count	58
Unique (%)	6.1%
Missing	845
Missing (%)	89.5%
Memory size	7.5 KiB

0.45	8
0.44	6
0.3	5
0.38	5
0.41	4
Other values (52)	71

Toggle details

Value	Count	Frequency (%)
0.45	8	0.8%
0.44	6	0.6%
0.3	5	0.5%
0.38	5	0.5%
0.41	4	0.4%
0.19	4	0.4%
0.03	3	0.3%
0.27	3	0.3%
0.36	3	0.3%
0.46	3	0.3%
Other values (47)	55	5.8%
(Missing)	845	89.5%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	15
Mean length	3.217161017
Min length	3

sf3b1
Boolean

HIGH CORRELATION

Distinct count	3
Unique (%)	0.3%
Missing	4
Missing (%)	0.4%
Memory size	7.5 KiB

0	633
1	307
(Missing)	4

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	633	67.1%
1	307	32.5%
(Missing)	4	0.4%

sf3b1_vaf
Categorical

MISSING
HIGH CARDINALITY

Distinct count	52
Unique (%)	5.5%
Missing	633
Missing (%)	67.1%
Memory size	7.5 KiB

0.42	25
0.41	24
0.43	23
0.4	23
0.44	20
Other values (46)	196

Toggle details

Value	Count	Frequency (%)
0.42	25	2.6%
0.41	24	2.5%
0.43	23	2.4%
0.4	23	2.4%
0.44	20	2.1%
0.38	19	2.0%
0.45	18	1.9%
0.39	15	1.6%
0.37	14	1.5%
0.36	12	1.3%
Other values (41)	118	12.5%
(Missing)	633	67.1%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.351694915
Min length	3

smc3
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	928
1	16

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	928	98.3%
1	16	1.7%

smc3_vaf
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	15
Unique (%)	1.6%
Missing	928
Missing (%)	98.3%
Infinite	0
Infinite (%)	0.0%

Mean	0.2275
Minimum	0.04
Maximum	0.44
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.04
5-th percentile	0.0475
Q1	0.0825
median	0.19
Q3	0.39
95-th percentile	0.4325
Maximum	0.44
Range	0.4
Interquartile range (IQR)	0.3075

Descriptive statistics

Standard deviation	0.1564821609
Coefficient of variation (CV)	0.6878336741
Kurtosis	-1.756280188
Mean	0.2275
Median Absolute Deviation (MAD)	0.1371875
Skewness	0.2489291886
Sum	3.64
Variance	0.02448666667

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.06	2	0.2%
0.42	2	0.2%
0.04	1	0.1%
0.44	1	0.1%
0.09	1	0.1%
0.05	1	0.1%
0.13	1	0.1%
0.23	1	0.1%
0.16	1	0.1%
0.43	1	0.1%
Other values (4)	4	0.4%
(Missing)	928	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.04	1	0.1%
0.05	1	0.1%
0.06	2	0.2%
0.09	1	0.1%
0.13	1	0.1%

Value	Count	Frequency (%)
0.44	1	0.1%
0.43	1	0.1%
0.42	2	0.2%
0.38	1	0.1%
0.37	1	0.1%

srsf2
Boolean

Distinct count	3
Unique (%)	0.3%
Missing	1
Missing (%)	0.1%
Memory size	7.5 KiB

0	779
1	164
(Missing)	1

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	779	82.5%
1	164	17.4%
(Missing)	1	0.1%

srsf2_vaf
Categorical

MISSING

Distinct count	45
Unique (%)	4.8%
Missing	779
Missing (%)	82.5%
Memory size	7.5 KiB

0.4	13
0.43	11
0.45	10
0.42	9
0.46	9
Other values (39)	113

Toggle details

Value	Count	Frequency (%)
0.4	13	1.4%
0.43	11	1.2%
0.45	10	1.1%
0.42	9	1.0%
0.46	9	1.0%
0.44	9	1.0%
0.41	8	0.8%
0.47	8	0.8%
0.25	6	0.6%
0.35	6	0.6%
Other values (34)	76	8.1%
(Missing)	779	82.5%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.159957627
Min length	3

stag2
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	875
1	69

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	875	92.7%
1	69	7.3%

stag2_vaf
Categorical

MISSING
HIGH CARDINALITY

Distinct count	58
Unique (%)	6.1%
Missing	875
Missing (%)	92.7%
Memory size	7.5 KiB

0.39	3
0.35	3
0.92	2
0.8	2
0.07	2
Other values (52)	57

Toggle details

Value	Count	Frequency (%)
0.39	3	0.3%
0.35	3	0.3%
0.92	2	0.2%
0.8	2	0.2%
0.07	2	0.2%
0.11	2	0.2%
0.69	2	0.2%
0.48	2	0.2%
0.32	2	0.2%
0.83	2	0.2%
Other values (47)	47	5.0%
(Missing)	875	92.7%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	25
Mean length	3.223516949
Min length	3

tet2
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	633
1	311

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	633	67.1%
1	311	32.9%

tet2_vaf
Categorical

MISSING
HIGH CARDINALITY

Distinct count	217
Unique (%)	23.0%
Missing	633
Missing (%)	67.1%
Memory size	7.5 KiB

0.42	8
0.37	7
0.03	7
0.43	6
0.38	6
Other values (211)	277

Toggle details

Value	Count	Frequency (%)
0.42	8	0.8%
0.37	7	0.7%
0.03	7	0.7%
0.43	6	0.6%
0.38	6	0.6%
0.48	5	0.5%
0.39	5	0.5%
0.46	5	0.5%
0.41	4	0.4%
0.05	4	0.4%
Other values (206)	254	26.9%
(Missing)	633	67.1%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	22
Mean length	4.530720339
Min length	3

tp53
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	884
1	60

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	884	93.6%
1	60	6.4%

tp53_vaf
Categorical

MISSING
HIGH CARDINALITY

Distinct count	51
Unique (%)	5.4%
Missing	884
Missing (%)	93.6%
Memory size	7.5 KiB

0.41	3
0.78	2
0.39	2
0.69	2
0.38	2
Other values (45)	49

Toggle details

Value	Count	Frequency (%)
0.41	3	0.3%
0.78	2	0.2%
0.39	2	0.2%
0.69	2	0.2%
0.38	2	0.2%
0.45	2	0.2%
0.48	2	0.2%
0.87	2	0.2%
0.03	2	0.2%
0.28	1	0.1%
Other values (40)	40	4.2%
(Missing)	884	93.6%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.162076271
Min length	3

trisomy_8
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	889
1	55

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	889	94.2%
1	55	5.8%

u2af1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	871
1	73

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	871	92.3%
1	73	7.7%

u2af1_vaf
Categorical

MISSING

Distinct count	34
Unique (%)	3.6%
Missing	871
Missing (%)	92.3%
Memory size	7.5 KiB

0.42	6
0.47	6
0.45	5
0.4	4
0.37	4
Other values (28)	48

Toggle details

Value	Count	Frequency (%)
0.42	6	0.6%
0.47	6	0.6%
0.45	5	0.5%
0.4	4	0.4%
0.37	4	0.4%
0.44	4	0.4%
0.41	4	0.4%
0.39	4	0.4%
0.48	3	0.3%
0.43	3	0.3%
Other values (23)	30	3.2%
(Missing)	871	92.3%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	16
Mean length	3.083686441
Min length	3

u2af2
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	937
1	7

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	937	99.3%
1	7	0.7%

u2af2_vaf
Real number (ℝ_≥0)

MISSING

Distinct count	8
Unique (%)	0.8%
Missing	937
Missing (%)	99.3%
Infinite	0
Infinite (%)	0.0%

Mean	0.30142857142857143
Minimum	0.11
Maximum	0.6
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.11
5-th percentile	0.131
Q1	0.185
median	0.2
Q3	0.415
95-th percentile	0.549
Maximum	0.6
Range	0.49
Interquartile range (IQR)	0.23

Descriptive statistics

Standard deviation	0.1777103047
Coefficient of variation (CV)	0.5895602524
Kurtosis	-0.6579170735
Mean	0.3014285714
Median Absolute Deviation (MAD)	0.1502040816
Skewness	0.7677731152
Sum	2.11
Variance	0.03158095238

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.4	1	0.1%
0.6	1	0.1%
0.18	1	0.1%
0.2	1	0.1%
0.43	1	0.1%
0.19	1	0.1%
0.11	1	0.1%
(Missing)	937	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.11	1	0.1%
0.18	1	0.1%
0.19	1	0.1%
0.2	1	0.1%
0.4	1	0.1%

Value	Count	Frequency (%)
0.6	1	0.1%
0.43	1	0.1%
0.4	1	0.1%
0.2	1	0.1%
0.19	1	0.1%

wbc
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	286
Unique (%)	30.3%
Missing	86
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	6.754965034965036
Minimum	0.6
Maximum	176.0
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.6
5-th percentile	1.757
Q1	3.01
median	4.7
Q3	7.1
95-th percentile	16.96
Maximum	176
Range	175.4
Interquartile range (IQR)	4.09

Descriptive statistics

Standard deviation	9.656003607
Coefficient of variation (CV)	1.429467593
Kurtosis	132.1855162
Mean	6.754965035
Median Absolute Deviation (MAD)	4.181989502
Skewness	9.427844577
Sum	5795.76
Variance	93.23840566

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3.8	19	2.0%
2.7	19	2.0%
2.4	17	1.8%
2.8	17	1.8%
3.5	15	1.6%
3	14	1.5%
2.9	13	1.4%
4.3	13	1.4%
3.2	12	1.3%
4.1	12	1.3%
Other values (275)	707	74.9%
(Missing)	86	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.6	1	0.1%
0.7	2	0.2%
0.8	1	0.1%
1	3	0.3%
1.06	1	0.1%

Value	Count	Frequency (%)
176	1	0.1%
108	1	0.1%
82.9	1	0.1%
70	1	0.1%
60	1	0.1%

wt1
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	939
1	5

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	939	99.5%
1	5	0.5%

wt1_vaf
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	6
Unique (%)	0.6%
Missing	939
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%

Mean	0.34
Minimum	0.1
Maximum	0.49
Zeros	0
Zeros (%)	0.0%
Memory size	7.5 KiB

Toggle details

Quantile statistics

Minimum	0.1
5-th percentile	0.134
Q1	0.27
median	0.4
Q3	0.44
95-th percentile	0.48
Maximum	0.49
Range	0.39
Interquartile range (IQR)	0.17

Descriptive statistics

Standard deviation	0.1570031847
Coefficient of variation (CV)	0.4617740726
Kurtosis	0.1485214916
Mean	0.34
Median Absolute Deviation (MAD)	0.124
Skewness	-1.030973519
Sum	1.7
Variance	0.02465

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1	1	0.1%
0.27	1	0.1%
0.4	1	0.1%
0.49	1	0.1%
0.44	1	0.1%
(Missing)	939	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	1	0.1%
0.27	1	0.1%
0.4	1	0.1%
0.44	1	0.1%
0.49	1	0.1%

Value	Count	Frequency (%)
0.49	1	0.1%
0.44	1	0.1%
0.4	1	0.1%
0.27	1	0.1%
0.1	1	0.1%

zrsr2
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.5 KiB

0	872
1	72

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	872	92.4%
1	72	7.6%

zrsr2_vaf
Categorical

MISSING
HIGH CARDINALITY

Distinct count	52
Unique (%)	5.5%
Missing	872
Missing (%)	92.4%
Memory size	7.5 KiB

0.04	5
0.89	4
0.74	4
0.94	3
0.03	2
Other values (46)	54

Toggle details

Value	Count	Frequency (%)
0.04	5	0.5%
0.89	4	0.4%
0.74	4	0.4%
0.94	3	0.3%
0.03	2	0.2%
0.85	2	0.2%
0.35	2	0.2%
0.84	2	0.2%
0.88	2	0.2%
0.79	2	0.2%
Other values (41)	44	4.7%
(Missing)	872	92.4%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	10
Mean length	3.101694915
Min length	3

First rows

	abs_bas	abs_eos	abs_lym	abs_mono	abs_neut	afs	age	aml	asxl1	asxl1_vaf	bas_%	bcor_vaf	bcorl1_vaf	bmbper	cbl_vaf	cebpa_vaf	cytogenetic	cytoipssr	dataset_id	dead	del(5)	del(y)	df_index	diagnosis	dnmt3a_vaf	eos_%	etv6_vaf	ezh2	ezh2_vaf	flt3_vaf	gata2_vaf	gender	gnb1	gnb1_vaf	hgb	id	idh1_vaf	idh2_vaf	jak2_vaf	kdm6a	kdm6a_vaf	kit	kit_vaf	kras_vaf	luc7l2_vaf	lym_%	mds_etiology	med12_vaf	mono_%	mpl_vaf	neut_%	nf1_vaf	normal	notch1	notch1_vaf	npm1_vaf	nras_vaf	os	phf6_vaf	plt	prpf40b	prpf40b_vaf	prpf8_vaf	ptpn11_vaf	rad21_vaf	runx1_vaf	sf3b1	sf3b1_vaf	smc3_vaf	srsf2	srsf2_vaf	stag2_vaf	tet2_vaf	tp53_vaf	trisomy_8	u2af1	u2af1_vaf	u2af2_vaf	wbc	wt1_vaf	zrsr2_vaf
0	0.0	572.0	1612.0	156.0	5.824	5.500000	87.1	0.0	0	NaN	0.0	NaN	NaN	4.5	NaN	NaN	46,XY,del(5)(q13q33)[16]/46,XY[4]	1	mds	1.0	1	0	0	del(5q)	NaN	5.5	NaN	0	NaN	NaN	NaN	male	0	NaN	8.90	MLL_00009	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	15.5	pMDS	NaN	1.5	NaN	56.0	NaN	0	0	NaN	NaN	NaN	5.500000	NaN	403.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	0.0	NaN	NaN	NaN	NaN	0	0	NaN	NaN	10.40	NaN	NaN
1	0.0	1260.0	1428.0	84.0	4.872	66.666667	57.3	0.0	0	NaN	0.0	NaN	NaN	4.5	NaN	NaN	45,X,-Y[4]/45,X,-Y,del(5)(q14q34)[15]/46,X,-Y,del(5)(q14q34),+8[1]	2	mds	1.0	1	1	1	RCMD	NaN	15.0	NaN	1	0.22	NaN	NaN	male	0	NaN	8.20	MLL_00065	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	17.0	pMDS	NaN	1.0	NaN	58.0	NaN	0	1	0.30	NaN	NaN	66.666667	NaN	673.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	0.0	NaN	NaN	NaN	NaN	1	0	NaN	NaN	8.40	NaN	NaN
2	0.0	43.5	72.5	14.5	1.566	46.466667	71.3	0.0	0	NaN	0.0	NaN	NaN	1.5	NaN	NaN	46,XY[20]	1	mds	1.0	0	0	2	RCMD	NaN	1.5	NaN	0	NaN	NaN	NaN	male	0	NaN	11.00	MLL_09939	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	2.5	pMDS	NaN	0.5	NaN	54.0	NaN	1	0	NaN	NaN	NaN	46.466667	NaN	83.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	0.0	NaN	NaN	NaN	NaN	0	1	0.37	NaN	2.90	NaN	NaN
3	0.0	0.0	598.0	13.0	0.481	20.233333	68.9	1.0	0	NaN	0.0	NaN	NaN	17.0	NaN	NaN	46,XY[20]	1	mds	1.0	0	0	3	RAEB-2	NaN	0.0	NaN	0	NaN	NaN	NaN	male	0	NaN	9.60	MLL_09940	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	46.0	pMDS	NaN	1.0	NaN	37.0	NaN	1	0	NaN	NaN	NaN	43.933333	NaN	56.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	1.0	0.06	NaN	NaN	NaN	0	0	NaN	NaN	1.30	NaN	NaN
4	0.0	83.1	27.7	249.3	3.047	56.233333	76.3	0.0	0	NaN	0.0	NaN	NaN	3.0	NaN	NaN	46,XY[21]	1	mds	0.0	0	0	4	RCMD	NaN	1.5	NaN	0	NaN	NaN	NaN	male	0	NaN	9.78	MLL_09941	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	0.5	pMDS	NaN	4.5	NaN	55.0	NaN	1	0	NaN	NaN	NaN	56.233333	NaN	43.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	1.0	0.4	NaN	NaN	NaN	0	0	NaN	NaN	5.54	NaN	NaN
5	18.0	180.0	396.0	36.0	1.728	84.633333	68.3	0.0	0	NaN	0.5	NaN	NaN	3.5	NaN	NaN	46,XY[20]	1	mds	0.0	0	0	5	RA	NaN	5.0	NaN	0	NaN	NaN	NaN	male	0	NaN	12.80	MLL_09942	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	11.0	pMDS	NaN	1.0	NaN	48.0	NaN	1	0	NaN	NaN	NaN	84.633333	NaN	115.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	0.0	NaN	NaN	NaN	NaN	0	1	0.33	NaN	3.60	NaN	NaN
6	0.0	59.5	892.5	0.0	10.115	12.366667	80.8	0.0	0	NaN	0.0	NaN	NaN	13.5	NaN	NaN	46,XY[20]	1	mds	1.0	0	0	6	RAEB-2	NaN	0.5	NaN	0	NaN	NaN	NaN	male	0	NaN	10.40	MLL_09943	NaN	NaN	NaN	0	NaN	1	0.4	NaN	NaN	7.5	pMDS	NaN	0.0	NaN	85.0	NaN	1	0	NaN	NaN	NaN	12.366667	NaN	49.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	1.0	0.41	NaN	NaN	NaN	0	0	NaN	NaN	11.90	NaN	NaN
7	0.0	0.0	1145.5	0.0	5.056	17.700000	69.3	0.0	1	0.05	0.0	NaN	NaN	5.5	NaN	NaN	46,XY[20]	1	mds	1.0	0	0	7	RAEB-1	NaN	0.0	NaN	0	NaN	NaN	NaN	male	0	NaN	9.90	MLL_09944	NaN	NaN	NaN	1	0.03	0	NaN	NaN	NaN	14.5	pMDS	NaN	0.0	NaN	64.0	NaN	1	1	0.52	NaN	NaN	17.700000	NaN	118.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	0.0	NaN	NaN	NaN	NaN	0	1	0.48	NaN	7.90	NaN	NaN
8	16.9	202.8	321.1	16.9	1.352	NaN	83.8	NaN	0	NaN	0.5	NaN	NaN	1.5	NaN	NaN	46,XX[20]	1	mds	NaN	0	0	8	RCMD	NaN	6.0	NaN	0	NaN	NaN	NaN	female	0	NaN	10.70	MLL_09945	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	9.5	pMDS	NaN	0.5	NaN	40.0	NaN	1	0	NaN	NaN	NaN	NaN	NaN	96.0	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	1.0	0.15	NaN	NaN	NaN	0	0	NaN	NaN	3.38	NaN	NaN
9	0.0	17.0	153.0	85.0	1.360	65.000000	78.8	0.0	0	NaN	0.0	NaN	NaN	2.0	NaN	NaN	46,XX[26]	1	mds	0.0	0	0	9	RCMD	NaN	0.5	NaN	0	NaN	NaN	NaN	female	1	0.32	11.70	MLL_09946	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	4.5	pMDS	NaN	2.5	NaN	40.0	NaN	1	0	NaN	NaN	NaN	65.000000	NaN	337.0	NaN	NaN	NaN	NaN	NaN	NaN	1.0	0.38	NaN	0.0	NaN	NaN	NaN	NaN	0	0	NaN	NaN	3.40	NaN	NaN

Last rows

	abs_bas	abs_eos	abs_lym	abs_mono	abs_neut	afs	age	asxl1	asxl1_vaf	bas_%	bcor_vaf	bcorl1_vaf	bmbper	bmt	cbl_vaf	cebpa_vaf	cytogenetic	cytoipssr	dataset_id	dead	del(5)	df_index	diagnosis	dnmt3a	dnmt3a_vaf	eos_%	etv6	etv6_vaf	ezh2_vaf	flt3_vaf	gata2_vaf	gender	gnb1_vaf	hgb	id	idh1	idh1_vaf	idh2_vaf	jak2_vaf	kdm6a_vaf	kit_vaf	kras_vaf	luc7l2_vaf	lym_%	mds_etiology	med12_vaf	mono_%	mpl_vaf	neut_%	nf1	nf1_vaf	normal	notch1_vaf	npm1_vaf	nras_vaf	os	phf6	phf6_vaf	plt	prpf40b	prpf40b_vaf	prpf8_vaf	ptpn11_vaf	rad21_vaf	runx1	runx1_vaf	sf3b1	sf3b1_vaf	smc3_vaf	srsf2_vaf	stag2_vaf	tet2	tet2_vaf	tp53	tp53_vaf	u2af1_vaf	u2af2_vaf	wbc	wt1_vaf	zrsr2_vaf
934	92.1	1197.3	3591.9	0.0	11.0520	26.666667	79.5	0	NaN	0.5	NaN	NaN	8.0	0	NaN	NaN	46,XX[25]	1	mds	1.0	0	934	RAEB-1	0	NaN	6.5	0	NaN	NaN	NaN	NaN	female	NaN	14.0	MUC_00605	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19.5	t-MDS	NaN	0.0	NaN	60.0	0	NaN	1	NaN	NaN	NaN	26.666667	0	NaN	16.0	NaN	NaN	NaN	NaN	NaN	0	NaN	0.0	NaN	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	18.42	NaN	NaN
935	82.5	110.0	495.0	247.5	3.0250	16.100000	75.9	1	0.41	1.5	NaN	NaN	12.5	0	NaN	NaN	46,XX,del(12)(p12)[13]/46,XX,der(7)t(7;12)(q36;q13),der(12)del(12)(p12)del(12)(q13)[5]/46,XX[2]	3	mds	1.0	0	935	RAEB-2	0	NaN	2.0	0	NaN	NaN	NaN	NaN	female	NaN	9.1	MUC_00631	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	pMDS	NaN	4.5	NaN	55.0	1	0.08	0	NaN	NaN	NaN	16.100000	0	NaN	200.0	NaN	NaN	NaN	NaN	NaN	0	NaN	0.0	NaN	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	5.50	NaN	NaN
936	0.0	326.0	81.5	0.0	9.7800	52.800000	75.6	1	0.35	0.0	NaN	NaN	14.5	0	NaN	NaN	46,XY[21]	1	mds	1.0	0	936	RAEB-2	1	0.47	2.0	1	0.43	NaN	NaN	NaN	male	NaN	8.5	MUC_00632	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.5	pMDS	NaN	0.0	NaN	60.0	0	NaN	1	NaN	NaN	NaN	52.800000	0	NaN	16.0	NaN	NaN	NaN	NaN	NaN	1	0.4	0.0	NaN	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	16.30	NaN	NaN
937	0.0	66.5	47.5	9.5	0.6650	104.333333	78.9	0	NaN	0.0	NaN	NaN	4.5	0	NaN	NaN	46,XY[20]	1	mds	0.0	0	937	RCMD	0	NaN	3.5	0	NaN	NaN	NaN	NaN	male	NaN	10.6	MUC_00642	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.5	pMDS	NaN	0.5	NaN	35.0	0	NaN	1	NaN	NaN	NaN	104.333333	0	NaN	81.0	NaN	NaN	NaN	NaN	NaN	0	NaN	0.0	NaN	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	1.90	NaN	NaN
938	0.0	35.4	330.4	47.2	0.9322	20.333333	49.2	0	NaN	0.0	NaN	NaN	5.0	1	NaN	NaN	46,XY,t(3;21)(q26;q11)[20]	2	mds	0.0	0	938	RARS	0	NaN	1.5	0	NaN	NaN	NaN	NaN	male	NaN	9.6	MUC_00663	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.0	pMDS	NaN	2.0	NaN	39.5	0	NaN	0	NaN	NaN	NaN	20.333333	0	NaN	89.0	NaN	NaN	NaN	NaN	NaN	0	NaN	1.0	0.36	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	2.36	NaN	NaN
939	0.0	0.0	1081.0	23.5	2.8200	29.433333	69.0	0	NaN	0.0	NaN	NaN	9.0	0	NaN	NaN	46,XX[20]	1	mds	0.0	0	939	RAEB-1	0	NaN	0.0	0	NaN	NaN	NaN	NaN	female	NaN	10.5	MUC_00670	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23.0	pMDS	NaN	0.5	NaN	60.0	0	NaN	1	NaN	NaN	NaN	29.433333	0	NaN	210.0	NaN	NaN	NaN	NaN	NaN	0	NaN	1.0	0.36	NaN	NaN	NaN	1	0.37	0	NaN	NaN	NaN	4.70	NaN	NaN
940	0.0	231.0	594.0	132.0	5.6760	50.833333	73.1	0	NaN	0.0	NaN	NaN	1.5	0	NaN	NaN	46,XX[20]	1	mds	1.0	0	940	RCMD	0	NaN	3.5	0	NaN	NaN	NaN	NaN	female	NaN	10.3	MUC_00680	1	0.08	NaN	NaN	NaN	NaN	NaN	NaN	9.0	pMDS	NaN	2.0	NaN	86.0	0	NaN	1	NaN	NaN	NaN	50.833333	1	0.04	283.0	1.0	0.08	NaN	NaN	NaN	0	NaN	0.0	NaN	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	6.60	NaN	NaN
941	0.0	114.5	320.6	22.9	2.4045	56.866667	48.4	0	NaN	0.0	NaN	NaN	0.5	1	NaN	NaN	46,XY[20]	1	mds	0.0	0	941	RARS	0	NaN	2.5	0	NaN	NaN	NaN	NaN	male	NaN	6.9	MUC_00707	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7.0	pMDS	NaN	0.5	NaN	52.5	0	NaN	1	NaN	NaN	NaN	56.866667	0	NaN	428.0	NaN	NaN	NaN	NaN	NaN	0	NaN	0.0	NaN	NaN	NaN	NaN	0	NaN	0	NaN	NaN	NaN	4.58	NaN	NaN
942	NaN	NaN	NaN	NaN	NaN	82.033333	61.4	0	NaN	0.0	NaN	NaN	3.5	0	NaN	NaN	46,XY[20]	1	mds	0.0	0	942	RCMD	1	0.06	3.5	0	NaN	NaN	NaN	NaN	male	NaN	NaN	MUC_00719	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10.5	pMDS	NaN	1.5	NaN	NaN	0	NaN	1	NaN	NaN	NaN	82.033333	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	0.0	NaN	NaN	NaN	NaN	1	0.05	0	NaN	NaN	NaN	NaN	NaN	NaN
943	0.0	0.0	0.0	0.0	3.0800	22.533333	80.2	0	NaN	0.0	NaN	NaN	0.0	0	NaN	NaN	46,XX,del(5)(q13q34)[19]/46,XX[1]	1	mds	0.0	1	943	del(5q)	0	NaN	0.0	0	NaN	NaN	NaN	NaN	female	NaN	9.3	MUC_00722	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	pMDS	NaN	0.0	NaN	55.0	0	NaN	0	NaN	NaN	NaN	22.533333	0	NaN	228.0	NaN	NaN	NaN	NaN	NaN	1	0.46	0.0	NaN	NaN	NaN	NaN	0	NaN	1	0.33	NaN	NaN	5.60	NaN	NaN

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows